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lexfridman /mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

data-science machine-learning mit deep-learning tensorflow deep-reinforcement-learning artificial-intelligence neural-networks segmentation tensorflow-tutorials deeplearning jupyter-notebooks self-driving-cars deep-rl

UpdatedJan 3, 2024
Jupyter Notebook

lexfridman /deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

machine-learning mit deep-learning tensorflow deep-reinforcement-learning convnetjs self-driving-cars deep-rl

UpdatedAug 1, 2023
JavaScript

devendrachaplot /Neural-SLAM

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

deep-learning robotics navigation deep-reinforcement-learning exploration visual-navigation deep-rl neural-slam active-neural-slam

UpdatedJun 17, 2024
Python

kengz /awesome-deep-rl

A curated list of awesome Deep Reinforcement Learning resources.

reinforcement-learning deep-reinforcement-learning resources awesome-list deep-rl

UpdatedJul 30, 2024

MishaLaskin /curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning curl gpu deep-reinforcement-learning deep-learning-algorithms reinforcement-learning-algorithms deeplearning deep-q-network sac deep-q-learning reinforcement-agents deep-rl deeplearning-ai contrastive-loss off-policy contrastive-predictive-coding model-free-rl contrastive-learning

UpdatedOct 28, 2020
Python

Object-Goal-Navigation

devendrachaplot /Object-Goal-Navigation

Pytorch code for NeurIPS-20 Paper "Object Goal Navigation using Goal-Oriented Semantic Exploration"

deep-learning robotics navigation deep-reinforcement-learning exploration visual-navigation deep-rl semantic-navigation object-goal-navigation sem-exp

UpdatedJul 20, 2023
Python

gxywy /rl-plotter

✨ A plotter for reinforcement learning (RL)

reinforcement-learning plot deep-reinforcement-learning pytorch openai plotter plotting deep-rl learning-curves spinningup rl-plotter

UpdatedDec 8, 2021
Python

CapsuleEndoscope /VirtualCapsuleEndoscopy

VR-Caps: A Virtual Environment for Active Capsule Endoscopy

control unity domain-adaptation deep-rl disease-classification sim2real area-coverage active-capsule-endoscopy

UpdatedJun 23, 2022
C#

epignatelli /navix

Accelerated minigrid environments with JAX

environment reinforcement-learning deep-reinforcement-learning rl minigrid gridworld deep-rl gridworld-environment

UpdatedAug 1, 2024
Python

LJ147 /spinningup

OpenAI团队的深度强化学习教程中文版

reinforcement-learning deep-learning deep-rl

UpdatedMay 21, 2023
Python

YiqinYang /ICQ

Codes accompanying the paper "Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning" (NeurIPS 2021 Spotlighthttps://arxiv.org/abs/2106.03400)

reinforcement-learning offline deep-reinforcement-learning pytorch deep-rl multi-agent-reinforcement-learning mutli-agent

UpdatedOct 18, 2022
Python

chandar-lab /Recall2Imagine

Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024

reinforcement-learning deep-reinforcement-learning s6 ssm mamba s5 s4 deep-rl model-based-rl state-space-models model-based-reinforcement-learning dreamer world-models parallel-scan iclr2024 parallel-scanning

UpdatedJun 4, 2024
Python

mike-gimelfarb /deep-successor-features-for-transfer

A reusable framework for successor features for transfer in deep reinforcement learning using keras.

reinforcement-learning keras deep-reinforcement-learning reinforcement-learning-algorithms rl transfer-learning deep-rl reinforcement-learning-agent successor-representation successor-features

UpdatedMay 11, 2021
Python

manantomar /Mirror-Descent-Policy-Optimization

Mirror Descent Policy Optimization

reinforcement-learning deep-learning deep-reinforcement-learning deep-learning-algorithms sac trpo deep-rl ppo deep-learning-ai policy-optimization stable-baselines model-free-rl mirror-descent mdpo

UpdatedOct 31, 2020
Python

jakegrigsby /super_sac

A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data augmentation, offline learning and behavioral cloning.

control reinforcement-learning pytorch sac deep-rl

UpdatedMar 15, 2024
Python

qiwihui /spinningup

OpenAI团队的深度强化学习教程中文版

reinforcement-learning deep-reinforcement-learning openai-gym openai reinforcement-learning-algorithms deep-rl spinningup

UpdatedMay 16, 2020
Python

Deep-RL

aminkhani /Deep-RL

You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.

machine-learning reinforcement-learning deep-learning atari2600 deep-reinforcement-learning artificial-intelligence dqn policy-gradient ddqn deeprl deep-rl proximal-policy-optimization

UpdatedAug 22, 2022
Jupyter Notebook

leolellisr /poke_RL

Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.

game pokemon reinforcement-learning qlearning monte-carlo deep-reinforcement-learning dqn pokemon-showdown reinforce function-approximation double-dqn sarsa-lambda deep-rl ppo ppo2

UpdatedNov 29, 2024
Jupyter Notebook

dbobrenko /reinforceflow

Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym

reinforcement-learning openai-gym dqn a3c double-dqn prioritized-replay deep-rl async-dqn

UpdatedApr 30, 2018
Python

hiwonjoon /cs294-deep-rl-hw

Berkeley DeepRL Homework

berkeley cs294 deep-rl

UpdatedAug 13, 2017
Jupyter Notebook

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